# Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from .ps_program_builder import * # noqa: F403 from .public import * # noqa: F403 __all__ = [ 'PsProgramBuilder', 'GeoPsProgramBuilder', 'CpuSyncPsProgramBuilder', 'CpuAsyncPsProgramBuilder', 'GpuPsProgramBuilder', 'HeterAsyncPsProgramBuilder', 'FlPsProgramBuilder', 'NuPsProgramBuilder' ] class PsProgramBuilderFactory(object): def __init__(self): pass def _create_ps_program_builder(self, pass_ctx): attrs = pass_ctx._attrs if attrs['ps_mode'] == DistributedMode.GEO: if len(attrs['local_sparse']) != 0: return globals()['NuPsProgramBuilder'](pass_ctx) else: return globals()['GeoPsProgramBuilder'](pass_ctx) elif attrs['use_ps_gpu']: return globals()['GpuPsProgramBuilder'](pass_ctx) elif attrs['is_heter_ps_mode'] and not attrs['is_fl_ps_mode']: return globals()['HeterAsyncPsProgramBuilder'](pass_ctx) elif 'is_fl_ps_mode' in attrs and attrs['is_fl_ps_mode']: return globals()['FlPsProgramBuilder'](pass_ctx) elif attrs['ps_mode'] == DistributedMode.SYNC: return globals()['CpuSyncPsProgramBuilder'](pass_ctx) else: return globals()['CpuAsyncPsProgramBuilder'](pass_ctx)